On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation

Shiyu Duan, Shujian Yu, Yunmei Chen +1

We propose a novel family of connectionist models based on kernel machines and consider the problem of learning layer-by-layer a compositional hypothesis class, i.e., a feedforward…